/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:42: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18. /usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:96: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18. /usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:102: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18. /usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:103: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
DRED (NLM) 0001/6000 Loss 0.262653 psnrs: y: 22.04 psnr_noisy: 7.57 net: 7.07 x: 12.40 x-u: 22.04 avg: 13.62
DRED (NLM) 0010/6000 Loss 0.067148 psnrs: y: 22.04 psnr_noisy: 13.49 net: 13.42 x: 12.90 x-u: 22.04 avg: 14.89
DRED (NLM) 0050/6000 Loss 0.020293 psnrs: y: 22.04 psnr_noisy: 17.54 net: 18.45 x: 19.52 x-u: 19.05 avg: 18.73
DRED (NLM) 0100/6000 Loss 0.010954 psnrs: y: 22.04 psnr_noisy: 19.86 net: 21.77 x: 22.22 x-u: 21.75 avg: 21.62
DRED (NLM) 0250/6000 Loss 0.011206 psnrs: y: 22.04 psnr_noisy: 20.00 net: 21.61 x: 22.63 x-u: 22.93 avg: 23.35
DRED (NLM) 0500/6000 Loss 0.009867 psnrs: y: 22.04 psnr_noisy: 20.97 net: 24.21 x: 23.97 x-u: 23.92 avg: 24.09
DRED (NLM) 2000/6000 Loss 0.007379 psnrs: y: 22.04 psnr_noisy: 21.59 net: 25.96 x: 25.90 x-u: 26.25 avg: 26.10
DRED (NLM) 3500/6000 Loss 0.009381 psnrs: y: 22.04 psnr_noisy: 20.78 net: 23.27 x: 23.30 x-u: 23.24 avg: 23.30
DRED (NLM) 5000/6000 Loss 0.007971 psnrs: y: 22.04 psnr_noisy: 21.24 net: 24.40 x: 24.46 x-u: 24.29 avg: 24.38
DRED (NLM) 5685/6000 Loss 0.007835 psnrs: y: 22.04 psnr_noisy: 21.42 net: 24.94 x: 24.92 x-u: 25.07 avg: 24.86